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An Algorithm for Lower Reliability Bounds of Multistate Two-Terminal Networks

机译:多态两端网络的低可靠性边界算法

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Network reliability is extensively used to measure the degree of stability of the quality of infrastructure services. The performance of an infrastructure network and its components degrades over time in real situations. Multi-state reliability modeling that allows a finite number of different states for the performance of the network and its components is more appropriate for the reliability assessment, and provides a more realistic view of the network performance than the traditional binary reliability modeling. Due to the computational complexity of the enumerative methods in evaluating the multi-state reliability, the problem can be reduced to searching lower boundary points, and using them to evaluate reliability. Lower boundary points can be used to compute the exact reliability value and reliability bounds. We present an algorithm to search for lower boundary points. The proposed algorithm has considerable improvement in terms of computational efficiency by significantly reducing the number of iterations to obtain lower reliability bounds.
机译:网络可靠性被广泛用于衡量基础设施服务质量的稳定性。在实际情况下,基础架构网络及其组件的性能会随着时间而下降。与传统的二进制可靠性建模相比,允许有限数量的不同状态用于网络及其组件性能的多状态可靠性建模更适合于可靠性评估,并且提供了更逼真的网络性能视图。由于枚举方法在评估多状态可靠性方面的计算复杂性,因此可以将问题简化为搜索下边界点,并使用它们来评估可靠性。下边界点可用于计算确切的可靠性值和可靠性界限。我们提出一种算法来搜索下边界点。所提出的算法通过显着减少迭代次数以获得较低的可靠性范围,在计算效率方面有了相当大的改进。

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